What exactly is broken in popular skills: references to files that are not bundled, actions taken without human approval, processes with no stopping condition. Everything here is measured from the skill text rather than judged by a model, so every line can be checked.
IntegrationSlackGitHubwill not run
Call third-party APIs through the Maton gateway, which injects the credential for an app the user has already connected.
Use this skill when the user names a connected app and a co
- References files that are not bundled: references/time/triggers.md, references/instantly/README.md, references/jira/README.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 15 top-level sections: this looks like several domains in one skill
clawhub · ↓ 86 613 ★ 394
Procedure
Advanced desktop automation with mouse, keyboard, and screen control
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 10 top-level sections: this looks like several domains in one skill
- Does not say what the result is
clawhub · ↓ 61 731 ★ 381
Analyzerwill not run
Security gate for skills. Every new skill MUST pass SkillScan before use. Activate on any install, load, add, evaluate, or safety question about a skill. On first load, run first-r
- References files that are not bundled: scripts/.first_run_done
- 1 referenced file(s) missing: scripts/.first_run_done
- Does not say what the result is
clawhub · ↓ 181 787 ★ 40
Integrationwill not run
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap Hub via local Proxy ma
- References files that are not bundled: assets/gep/genes.json, assets/gep/capsules.json, assets/gep/events.jsonl
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 11 top-level sections: this looks like several domains in one skill
clawhub · ↓ 88 158 ★ 86
IntegrationYouTube
YouTube Data API integration with managed OAuth. Search videos, manage playlists, access channel data, and interact with comments. Use this skill when users want to interact with Y
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 16 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 28 093 ★ 145
IntegrationGmail
Gmail API integration with managed OAuth. Read, send, and manage emails, threads, labels, and drafts. Use this skill when users want to interact with Gmail. For other third party a
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 16 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 39 080 ★ 75
IntegrationGmail
API-first email platform designed for AI agents. Create and manage dedicated email inboxes, send and receive emails programmatically, and handle email-based workflows with webhooks
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 37 155 ★ 66
Integration
Manage Apple Notes via the `memo` CLI on macOS (create, view, edit, delete, search, move, and export notes). Use when a user asks Clawdbot to add a note, list notes, search notes,
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 37 556 ★ 59
Procedurewill not run
TL;DR: 23 marketing playbooks (CRO, SEO, copy, analytics, experiments, pricing, launches, ads, social). Use to get checklists + copy/paste deliverables fast.
- References files that are not bundled: references/<module>/SKILL.md, references/page-cro/SKILL.md, references/signup-flow-cro/SKILL.md
- 24 referenced file(s) missing: references/<module>/SKILL.md, references/page-cro/SKILL.md, references/signup-flow-cro/SKILL.md
- No condition that starts the skill
clawhub · ↓ 19 487 ★ 115
IntegrationYouTubewill not run
Automate TikTok slideshow marketing for any app or product. Researches competitors, generates AI images, adds text overlays, posts via Postiz, tracks analytics, and iterates on wha
- References files that are not bundled: scripts/rc-api.sh
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 1 referenced file(s) missing: scripts/rc-api.sh
clawhub · ↓ 15 000 ★ 143
Integrationwill not run
通过官方 getnote CLI 连接得到大脑,完成浏览器授权、连接诊断、CLI 升级,以及保存、查询、搜索、整理和管理用户的真实笔记。用户明确要求登录、诊断或升级,或要保存链接/图片、查找和查看笔记、整理知识库/文件夹、订阅博主、管理标签时使用;不会自行安装或更新 Skill。
- References files that are not bundled: scripts/install.sh, references/*.md
- 2 referenced file(s) missing: scripts/install.sh, references/*.md
- Does not say what the result is
clawhub · ↓ 30 254 ★ 66
Integration
Access ATXP paid API tools for web search, AI image generation, music creation, video generation, X/Twitter search, email, and agent account management. Use when users need real-ti
- 14 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (10 tags): a typed call is more reliable
- Does not say what the result is
clawhub · ↓ 48 513 ★ 31
Analyzerwill not run
TikTok Shop e-commerce data assistant. Search products, find trending items, analyze influencers, explore shops, track video performance, and get ad insights via ecomseer.com. Trig
- References files that are not bundled: {url}, url
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 2 referenced file(s) missing: {url}, url
clawhub · ↓ 10 005 ★ 160
ProcedureDockerPostgreSQL
Essential Docker commands and workflows for container management, image operations, and debugging.
- 11 top-level sections: this looks like several domains in one skill
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 33 901 ★ 41
IntegrationWhatsApp
WhatsApp Business API integration with managed OAuth. Send messages, manage templates, and handle conversations. Use this skill when users want to interact with WhatsApp Business.
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 14 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 23 727 ★ 60
IntegrationExcel
Microsoft Excel API integration with managed OAuth. Read and write Excel workbooks, worksheets, ranges, tables, and charts stored in OneDrive.
Use this skill when users want to rea
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 15 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 27 142 ★ 42
IntegrationOutlook
Microsoft Outlook API integration with managed OAuth. Read, send, and manage emails, folders, calendar events, and contacts via Microsoft Graph. Use this skill when users want to i
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 17 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 23 648 ★ 46
Procedure
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 21 206 ★ 45
Integration
A comprehensive Bilibili toolkit that integrates hot trending monitoring, video downloading, video watching/playback, subtitle downloading, and video publishing capabilities into a
- The skill tells the model to perform an irreversible action with no human approval
- No condition that starts the skill
- 15 mutating operations with no state check
clawhub · ↓ 26 257 ★ 33
IntegrationGitHub
GitHub API integration with managed OAuth. Access repositories, issues, pull requests, commits, branches, and users.
Use this skill when users want to interact with GitHub reposito
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 16 top-level sections: this looks like several domains in one skill
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 18 556 ★ 47
GeneratorPostgreSQLMySQL
Query, design, migrate, and optimize SQL databases. Use when working with SQLite, PostgreSQL, or MySQL — schema design, writing queries, creating migrations, indexing, backup/resto
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 20 780 ★ 41
Integration
Continuous self-improvement through structured reflection and memory
- The response is described with custom markup (3 tags): a typed call is more reliable
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 18 390 ★ 45
Integrationwill not run
Feishu-integrated wrapper for the capability-evolver. Manages the evolution loop lifecycle (start/stop/ensure), sends rich Feishu card reports, and provides dashboard visualization
- References files that are not bundled: assets/gep/events.jsonl
- 1 referenced file(s) missing: assets/gep/events.jsonl
- Does not say what the result is
clawhub · ↓ 77 423 ★ 10
Reference
AI自我改进与记忆系统 - 解决'同类错误反复犯、用户纠正不长记性'的痛点。自动捕获错误、用户纠正、最佳实践,并转化为长期记忆。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 24 532 ★ 29
Procedure
微信公众号监控 - 文章监控、阅读量追踪、舆情分析(WeChat Official Account)
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 14 387 ★ 47